• Optics and Precision Engineering
  • Vol. 32, Issue 6, 833 (2024)
Wenwen WANG1, Leijie LAI1,*, Pengzhi LI2,3, and Limin ZHU4
Author Affiliations
  • 1School of Mechanical and Automotive Engineering, Shanghai University of Engineering Science, Shanghai20620, China
  • 2School of Computing and Engineering, University of Gloucestershire, Cheltenham, GL50 RH, UK
  • 3Changchun Institute of Optic, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun100, China
  • 4State Key Laboratory of Mechanical System and Vibration, School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai20020, China
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    DOI: 10.37188/OPE.20243206.0833 Cite this Article
    Wenwen WANG, Leijie LAI, Pengzhi LI, Limin ZHU. Data-driven iterative feedforward compensation and adaptive vibration suppression of piezoelectric micro-motion stage[J]. Optics and Precision Engineering, 2024, 32(6): 833 Copy Citation Text show less
    Block diagram of a data-driven feedforward-feedback control loop
    Fig. 1. Block diagram of a data-driven feedforward-feedback control loop
    Flow chart of resonant frequency extraction algorithm
    Fig. 2. Flow chart of resonant frequency extraction algorithm
    Micro/nanopositioning stage experimental system
    Fig. 3. Micro/nanopositioning stage experimental system
    Overall block diagram of the composite control circuit of the positioning system
    Fig. 4. Overall block diagram of the composite control circuit of the positioning system
    Comparison of tracking results between different controllers
    Fig. 5. Comparison of tracking results between different controllers
    Convergence effect of tracking error with different learning rates
    Fig. 6. Convergence effect of tracking error with different learning rates
    Different reference trajectory tracking effects
    Fig. 7. Different reference trajectory tracking effects
    Comparison of non-periodic signal tracking results between different controllers
    Fig. 8. Comparison of non-periodic signal tracking results between different controllers
    控制方法PI控制自适应陷波滤波器无模型前馈控制器
    MAE4.7723.5581.038
    RMSE2.332.380.742
    Table 1. Comparison of tracking error results of different controllers
    Wenwen WANG, Leijie LAI, Pengzhi LI, Limin ZHU. Data-driven iterative feedforward compensation and adaptive vibration suppression of piezoelectric micro-motion stage[J]. Optics and Precision Engineering, 2024, 32(6): 833
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